Abstract
Energy-efficient thermal solutions necessitate investigation of nanofluid flows with entropy generation analysis, which reveals strategies to minimize irreversibilities and enhance efficiency of advanced systems such as electronic cooling, solar collectors, and nuclear reactors. Motivated by this, the study investigates the role magnetic field inclination and thermal radiation on free convection and entropy formation in a lid-driven nanofluid flow in square enclosure. The governing equations, for velocity field and temperature are coupled nonlinear partial differential equations. The solution ascertainment with the finite difference method includes “successive over-relaxation (SOR)” and “successive under-relaxation (SUR)” and Gauss–Seidel methods. The influences of pertinent parameters "Rayleigh number (104 ≤ Ra ≤ 106), Hartmann number (5 ≤ Ha ≤ 20), Radiation number (0 ≤ Rd ≤ 5), Reynolds number (20 ≤ Re ≤ 100), magnetic field inclination angles (0° ≤ Γ≤ 90°) and nanoparticle volume fraction (0 ≤ ϕ ≤ 0.04)” on flow and heat transportation are computed and analyzed through graphs. The findings reveal that the average Nusselt number upsurges with the rise of Ra and Rd, while decreases with Ha. The heat transfer rate intensifies as Rd increases; however, this rate falls when Ha rises. The entropy development is potentially high in the process of conductive heat transfer relative to the convective heat transfer. A major insight from this research is that augmenting the magnetic field inclination angle (Γ) markedly decreases entropy generation within the enclosure, indicating that precise orientation of the magnetic field offers an efficient control strategy to mitigate irreversibilities and enhance the thermal efficiency of thermal systems. The total entropy generation upsurge as Re, Ha, and Rd are increased on the other hand it diminishes when the amount of ϕ and Γ are increased.





















Similar content being viewed by others
Data Availability
No datasets were generated or analysed during the current study.
Abbreviations
- B0 :
-
Magnetic field strength
- Beav :
-
Average Bejan number
- Cp :
-
Specific heat at constant pressure
- H:
-
Dimensional length & width scale of enclosure
- Ha:
-
Hartmann number
- k:
-
Thermal conductivity
- Nuav :
-
Average Nusselt number
- Nulocal :
-
Local Nusselt number
- Pr:
-
Prandtl number
- (p, P):
-
Dimensional & non-dimensional pressure
- (T, \(\uptheta \)):
-
Dimensional & non-dimensional temperature
- (u, v):
-
Dimensional velocities in ‘x & y’ directions
- (U, V):
-
Non-dimensional velocities in ‘x & y’ directions
- Ra:
-
Rayleigh number
- Rd:
-
Radiation parameter
- Re:
-
Reynolds number
- SND, FF :
-
Local non-dimensional entropy formation due to fluid friction
- SND, HT :
-
Local non-dimensional entropy formation due to heat transfer
- SND, L :
-
Local non-dimensional total entropy formation
- SND, MF :
-
Local non-dimensional entropy formation due to magnetic field
- SND, T :
-
Total entropy formation
- ST, HT :
-
Total entropy formation due to heat transfer
- Uo :
-
Characteristic velocity
- f:
-
Base fluid
- nf:
-
Nanofluid
- p:
-
Nanoparticle
- \(\Gamma \) :
-
Magnetic field inclination angle
- \(\upphi \) :
-
Nanoparticle volume fraction
- \(\alpha \) :
-
Thermal diffusivity (\({\text{m}}^{2}{\text{s}}^{-1}\))
- \(\beta \) :
-
Volumetric thermal expansion coefficient (\({\text{K}}^{-1}\))
- \(\mu \) :
-
Dynamic viscosity
- \(\nu \) :
-
Kinematic viscosity
- \(\rho \) :
-
Density
- \(\psi \) :
-
Stream function
- \(\omega \) :
-
Vorticity
References
Abu-Nada, E., Masoud, Z., Hijazi, A.: Natural convection heat transfer enhancement in horizontal concentric annuli using nanofluids. Int. Commun. Heat Mass Transf. 35(5), 657–665 (2008)
Ahlawat, A., Sharma, M.K.: MHD micropolar hybrid nanofluid flow through an annulus with discrete surface heaters: a study for optimal heat convection. Heat Transf. 52(1), 495–525 (2022). https://doi.org/10.1002/htj.22704
Ahlawat, A., Sharma, M.K.: Effects of heated block comprised porous stratum and micropolar hybrid nanofluid on convective heat transfer and entropy generation in a square enclosure. Heat Transf. 51(6), 5320–5347 (2022). https://doi.org/10.1002/htj.22549
Bejan, A.: Entropy generation minimization: the new thermodynamics of finite-size devices & finite-time processes. J. Appl. Phys. 79(3), 1191–1218 (1996)
Bejan, A.: Second law analysis in heat transfer. Energy 5(8–9), 720–732 (1980)
Ben Hamida, M.B., Charrada, K.: Natural convection heat transfer in an enclosure filled with an ethylene glycol-copper nanofluid under magnetic. Num. Heat Transf. A 67(8), 902–920 (2015)
Brinkman, H.C.: The viscosity of concentrated suspensions and solutions. J. Chem. Phys. 20(4), 571 (1952)
Chamkha, A.J., Selimefendigil, F.: MHD free convection and entropy generation in a corrugated cavity filled with a porous medium saturated with nanofluids. Entropy 20(846), 1–17 (2018)
Choi, S.U.S., Eastman, J.A.: Enhancing Thermal conductivity of fluids with nanoparticles, Argonne National Laboratory (ANL) (1995)
Choi, S.U.S., Jang, S.P.: Free convection in a rectangular cavity (Benard convection) with nanofluids. Am. Soc. Mech. Eng. 375(3), 147–153 (2008)
Dogonchi, A.S., Sadeghi, M.S., Ghodrat, M., Chamkha, A.J., Elmasry, Y., Alsulami, R.: Natural convection and entropy generation of a nano liquid in a wavy crown cavity: effect of thermo-physical parameters and cavity shape. Case Stud. Therm. Eng. 27, 101208 (2021)
Ghaly, A.Y.: Radiation effects on a certain MHD free-convection flow. Chaos Solitons Fractals 13(9), 1843–1850 (2002)
Ghasemi, B., Aminossadati, S.M., Raisi, A.: Magnetic field effect on natural convection in a nanofluid-filled square enclosure. Int. J. Therm. Sci. 50(9), 1748–1756 (2011)
Ilis, G.G., Mobedi, M., Sunden, B.: Effect of aspect ratio on entropy generation in a rectangular cavity with differentially heated vertical walls. Int. Commun. Heat Mass Transf. 35(6), 696–703 (2008)
Jou, R.Y., Tzeng, S.C.: Numerical research of natural convective heat transfer enhancement filled with nanofluids in rectangular enclosures. Int. Commun. Heat Mass Transf. 33(6), 727–736 (2006)
Khanafer, K., Vafai, K., Lightstone, M.: Buoyancy-driven heat transfer enhancement in a two-dimensional enclosure utilizing nanofluids. Int. J. Heat Mass Transf. 46(19), 3639–3653 (2003)
Khorasanizadeh, H., Nikfar, M., Amani, J.: Entropy generation of Cu-water nanofluid mixed convection in a cavity. Eur. J. Mech. B. Fluids 37, 143–152 (2013)
Magyari, E., Pantokratoras, A.: Note on the effect of thermal radiation in the linearized Rosseland approximation on the heat transfer characteristics of various boundary layer flows. Int. Commun. Heat Mass Transf. 38(5), 554–556 (2011)
Mahapatra, P.S., De, S., Ghosh, K., Nirmal, K.: Heat transfer enhancement and entropy generation in a square enclosure in the presence of adiabatic and isothermal blocks. Num. Heat Transf. A 64(7), 37–41 (2013)
Maxwell, J.A.: Treatise on Electricity and Magnetism. Oxford University Press, Oxford (1873)
Mehmood, K., Hussain, S., Sagheer, M.: Mixed convection in an alumina-water nanofluid filled the lid-driven square cavity with an isothermally heated square blockage inside with magnetic field effect. Int. J. Heat Mass Transf. 109, 397–409 (2017)
Mehryan, S.A.M., Izadi, M., Chamkha, A.J., Sheremet, M.A.: Natural convection and entropy generation of a ferrofluid in a square enclosure under the effect of a horizontal periodic magnetic field. J. Mol. Liq. 263, 510–525 (2018)
Mukhopadhyay, A.: Analysis of entropy generation due to natural convection in square enclosures with multiple discrete heat sources. Int. Commun. Heat Mass Transf. 37(7), 867–872 (2010)
Oliveski, R.D.C., Macagnan, M.H., Copetti, J.B.: Entropy generation and natural convection in rectangular cavities. Appl. Therm. Eng. 29(8–9), 1417–1425 (2009)
Oztop, H.F., Abu-Nada, E.: Numerical study of natural convection in partially heated rectangular enclosures filled with nanofluids. Int. J. Heat Fluid Flow 29(5), 1326–1336 (2008)
Oztop, H.F., Dagtekin, I.: Mixed convection in two-sided lid-driven differentially heated square cavity. Int. J. Heat Mass Transf. 47(8–9), 1761–1769 (2004)
Pak, B.C., Cho, Y.I.: Hydrodynamic and heat transfer study of dispersed fluids with submicron metallic oxide. Exp. Heat Transf. 11(2), 151–170 (1998)
Pop, I., Nayak, R., Bhattacharyya, S.: Numerical study on mixed convection and entropy generation of a nanofluid in a lid-driven square enclosure. J. Heat Transf. 138, 1–11 (2016)
Rashad, A.M., Armaghani, T., Chamkha, A.J., Mansour, M.A.: Entropy generation and MHD natural convection of a nanofluid in an inclined square porous cavity. Chinese J. Phy. 56(1), 193–211 (2018)
Reddy, N.K., Swamy, H.K., Sankar, M., Yoon, A.: Impact of internal heat generation/absorption on MHD conjugate flow of aqueous-MWCNT nanofluid in a porous annulus. J. Therm. Anal. Calorim. 149(13), 7025–7039 (2024)
Salari, M., Tabar, M.M., Mohammad, A., Danesh, H.A.: Mixed convection of nanofluid flows in a square lid-driven cavity heated partially from both the bottom and side walls. Num. Heat Transf. A Appl. 62(2), 158–177 (2012)
Sankar, M., Swamy, H.K., Al-Mdallal, Q., Wakif, A.: Non-Darcy nanoliquid buoyant flow and entropy generation analysis in an inclined porous annulus: effect of source-sink arrangement. Alex. Eng. J. 68, 239–261 (2023)
Sankar, M., Swamy, H.K., Mebarek-Oudina, F., Reddy, N.K.: Second law analysis of magneto-thermosolutal convection and energy transport in nanoliquid-filled annulus. In: Mathematical modelling of fluid dynamics and nanofluids, pp. 427–443. (2023)
Selimefendigil, F., Oztop, H.F., Chamkha, A.J.: MHD mixed convection and entropy generation of the nanofluid-filled lid-driven cavity under the influence of inclined magnetic fields imposed on its upper and lower diagonal triangular domains. J. Magn. Magn. Mater. 406, 266–281 (2016)
Sheikholeslami, M., Hayat, T., Alsaedi, A.: MHD free convection of Al2O3– water nanofluid considering thermal radiation: a numerical study. Int. J. Heat Mass Transf. 96, 513–524 (2016)
Sheremet, M.A., Oztop, H.F., Pop, I., Abu-Hamdeh, N.: Analysis of entropy generation in natural convection of nanofluid inside a square cavity having hot solid block: Tiwari and das’ model. Entropy (2016). https://doi.org/10.3390/e18010009
Sreedevi, P., Reddy, P.S.: Effect of magnetic field and thermal radiation on natural convection in a square cavity filled with TiO2 nanoparticles using Tiwari-Das nanofluid model. Alex. Eng. J. 61(2), 1529–1541 (2022)
Swamy, H.A., Reddy, N.K., Sankar, M., Yoon, A., Do, Y.: Computational study of magneto-convective flow of aqueous-Fe3O4 nanoliquid in a tilted cylindrical chamber partially layered by porous medium: entropy generation analysis. Phys. Fluids 36, 037135 (2024)
Swamy, H.K., Mani, S., Reddy, N.K., Do, Y.: Effect of solid obstacle and thermal conditions on convective flow and entropy generation of nanofluid filled in a cylindrical chamber. Int. J. Numer. Methods Heat Fluid Flow 34(1), 231–258 (2024)
Swamy, H.K., Sankar, M., Reddy, N.K.: Analysis of entropy generation and energy transport of Cu-water nanoliquid in a tilted vertical porous annulus. Int. J. Appl. Comput. Math. 8(1), 10 (2022)
Swamy, H.K., Sankar, M., Reddy, N.K., Do, Y.: Optimization of entropy generation and thermal mechanism of MHD hybrid nanoliquid flow in a sinusoidally heated porous cylindrical chamber. Case Stud. Therm. Eng. 51, 103615 (2023)
Ushachew, E.G., Sharma, M.K., Rashidi, M.M.: Heat transfer enhancement with nanofluid in an open enclosure due to discrete heaters mounted on sidewalls and a heated inner block. Int. J. Numer. Methods Heat Fluid Flow 31(7), 2172–2196 (2021)
Venkatachalappa, M., Subbaraya, C.K.: Natural convection in a rectangular enclosure in a magnetic field with uniform heat flux from the side walls. Acta Mech. 96, 13–26 (1993)
Zeghbid, I., Bessaïh, R.: Mixed convection and entropy generation in a square cavity using nanofluids. Thermophys. Aeromech. 25(2), 245–256 (2018)
Acknowledgements
Solomon Shiferaw is thankful to the Wolkite University, Ethiopia.
Funding
No funding is available.
Author information
Authors and Affiliations
Contributions
Author-1 did mathematical modeling of the proposed problem under the supervision of the corresponding author-2, and solved it numerically. The Matlab code was generated by author-1 and author-3. Computation of output was performed by authors 1 and 2. Text of the manuscript was written by author 2 with the guidance of the corresponding author. The outcomes were finalized collectively and presented in the result part.
Corresponding author
Ethics declarations
Conflict of interest
There is no conflict of interest amongst author and co-authors.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Shiferaw, S., Sharma, M. & Ahlawat, A. Thermal and Entropy Analysis for a Lid-Driven Nanofluid Flow Under Inclined Magnetic Field and Radiation Effects. Int. J. Appl. Comput. Math 12, 80 (2026). https://doi.org/10.1007/s40819-026-02147-1
Received:
Accepted:
Published:
Version of record:
DOI: https://doi.org/10.1007/s40819-026-02147-1


